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OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models

We report a C‐atom‐based scoring function, named OPUS‐CSF, for ranking protein structural models. Rather than using traditional Boltzmann formula, we built a scoring function (CSF score) based on the native distributions (derived from the entire PDB) of coordinate components of mainchain C (carbonyl...

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Detalles Bibliográficos
Autores principales: Xu, Gang, Ma, Tianqi, Zang, Tianwu, Wang, Qinghua, Ma, Jianpeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5734313/
https://www.ncbi.nlm.nih.gov/pubmed/29047165
http://dx.doi.org/10.1002/pro.3327
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author Xu, Gang
Ma, Tianqi
Zang, Tianwu
Wang, Qinghua
Ma, Jianpeng
author_facet Xu, Gang
Ma, Tianqi
Zang, Tianwu
Wang, Qinghua
Ma, Jianpeng
author_sort Xu, Gang
collection PubMed
description We report a C‐atom‐based scoring function, named OPUS‐CSF, for ranking protein structural models. Rather than using traditional Boltzmann formula, we built a scoring function (CSF score) based on the native distributions (derived from the entire PDB) of coordinate components of mainchain C (carbonyl) atoms on selected residues of peptide segments of 5, 7, 9, and 11 residues in length. In testing OPUS‐CSF on decoy recognition, it maximally recognized 257 native structures out of 278 targets in 11 commonly used decoy sets, significantly outperforming other popular all‐atom empirical potentials. The average correlation coefficient with TM‐score was also comparable with those of other potentials. OPUS‐CSF is a highly coarse‐grained scoring function, which only requires input of partial mainchain information, and very fast. Thus, it is suitable for applications at early stage of structural building.
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spelling pubmed-57343132017-12-21 OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models Xu, Gang Ma, Tianqi Zang, Tianwu Wang, Qinghua Ma, Jianpeng Protein Sci Tools for Protein Science We report a C‐atom‐based scoring function, named OPUS‐CSF, for ranking protein structural models. Rather than using traditional Boltzmann formula, we built a scoring function (CSF score) based on the native distributions (derived from the entire PDB) of coordinate components of mainchain C (carbonyl) atoms on selected residues of peptide segments of 5, 7, 9, and 11 residues in length. In testing OPUS‐CSF on decoy recognition, it maximally recognized 257 native structures out of 278 targets in 11 commonly used decoy sets, significantly outperforming other popular all‐atom empirical potentials. The average correlation coefficient with TM‐score was also comparable with those of other potentials. OPUS‐CSF is a highly coarse‐grained scoring function, which only requires input of partial mainchain information, and very fast. Thus, it is suitable for applications at early stage of structural building. John Wiley and Sons Inc. 2017-11-06 2018-01 /pmc/articles/PMC5734313/ /pubmed/29047165 http://dx.doi.org/10.1002/pro.3327 Text en © 2017 The Authors Protein Science published by Wiley Periodicals, Inc. on behalf of The Protein Society This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial (http://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Tools for Protein Science
Xu, Gang
Ma, Tianqi
Zang, Tianwu
Wang, Qinghua
Ma, Jianpeng
OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models
title OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models
title_full OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models
title_fullStr OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models
title_full_unstemmed OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models
title_short OPUS‐CSF: A C‐atom‐based scoring function for ranking protein structural models
title_sort opus‐csf: a c‐atom‐based scoring function for ranking protein structural models
topic Tools for Protein Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5734313/
https://www.ncbi.nlm.nih.gov/pubmed/29047165
http://dx.doi.org/10.1002/pro.3327
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